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A cross-validation scheme for machine learning algorithms in shotgun proteomics

Peptides are routinely identified from mass spectrometry-based proteomics experiments by matching observed spectra to peptides derived from protein databases. The error rates of these identifications can be estimated by target-decoy analysis, which involves matching spectra to shuffled or reversed p...

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Detaylı Bibliyografya
Asıl Yazarlar: Granholm, Viktor, Noble, William Stafford, Käll, Lukas
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: BioMed Central 2012
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC3489528/
https://ncbi.nlm.nih.gov/pubmed/23176259
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-13-S16-S3
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